End of training
Browse files- .gitattributes +1 -0
- README.md +68 -0
- adapter_config.json +39 -0
- adapter_model.safetensors +3 -0
- added_tokens.json +13 -0
- chat_template.jinja +1 -0
- merges.txt +0 -0
- special_tokens_map.json +30 -0
- tokenizer.json +3 -0
- tokenizer_config.json +128 -0
- training_args.bin +3 -0
- vocab.json +0 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
ADDED
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@@ -0,0 +1,68 @@
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| 1 |
+
---
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| 2 |
+
base_model: Jlonge4/phi4-mini-judge-merged
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| 3 |
+
library_name: transformers
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| 4 |
+
model_name: outputs
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| 5 |
+
tags:
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| 6 |
+
- generated_from_trainer
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| 7 |
+
- grpo
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| 8 |
+
- trl
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| 9 |
+
licence: license
|
| 10 |
+
---
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| 11 |
+
|
| 12 |
+
# Model Card for outputs
|
| 13 |
+
|
| 14 |
+
This model is a fine-tuned version of [Jlonge4/phi4-mini-judge-merged](https://huggingface.co/Jlonge4/phi4-mini-judge-merged).
|
| 15 |
+
It has been trained using [TRL](https://github.com/huggingface/trl).
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| 16 |
+
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| 17 |
+
## Quick start
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| 18 |
+
|
| 19 |
+
```python
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| 20 |
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from transformers import pipeline
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| 21 |
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|
| 22 |
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question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
|
| 23 |
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generator = pipeline("text-generation", model="Jlonge4/outputs", device="cuda")
|
| 24 |
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output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
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| 25 |
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print(output["generated_text"])
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| 26 |
+
```
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| 27 |
+
|
| 28 |
+
## Training procedure
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| 29 |
+
|
| 30 |
+
|
| 31 |
+
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| 32 |
+
|
| 33 |
+
This model was trained with GRPO, a method introduced in [DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models](https://huggingface.co/papers/2402.03300).
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| 34 |
+
|
| 35 |
+
### Framework versions
|
| 36 |
+
|
| 37 |
+
- TRL: 0.23.1
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| 38 |
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- Transformers: 4.56.2
|
| 39 |
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- Pytorch: 2.8.0+cu129
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| 40 |
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- Datasets: 4.1.1
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| 41 |
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- Tokenizers: 0.22.1
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| 42 |
+
|
| 43 |
+
## Citations
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| 44 |
+
|
| 45 |
+
Cite GRPO as:
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| 46 |
+
|
| 47 |
+
```bibtex
|
| 48 |
+
@article{shao2024deepseekmath,
|
| 49 |
+
title = {{DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models}},
|
| 50 |
+
author = {Zhihong Shao and Peiyi Wang and Qihao Zhu and Runxin Xu and Junxiao Song and Mingchuan Zhang and Y. K. Li and Y. Wu and Daya Guo},
|
| 51 |
+
year = 2024,
|
| 52 |
+
eprint = {arXiv:2402.03300},
|
| 53 |
+
}
|
| 54 |
+
|
| 55 |
+
```
|
| 56 |
+
|
| 57 |
+
Cite TRL as:
|
| 58 |
+
|
| 59 |
+
```bibtex
|
| 60 |
+
@misc{vonwerra2022trl,
|
| 61 |
+
title = {{TRL: Transformer Reinforcement Learning}},
|
| 62 |
+
author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallou{\'e}dec},
|
| 63 |
+
year = 2020,
|
| 64 |
+
journal = {GitHub repository},
|
| 65 |
+
publisher = {GitHub},
|
| 66 |
+
howpublished = {\url{https://github.com/huggingface/trl}}
|
| 67 |
+
}
|
| 68 |
+
```
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adapter_config.json
ADDED
|
@@ -0,0 +1,39 @@
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| 1 |
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{
|
| 2 |
+
"alpha_pattern": {},
|
| 3 |
+
"auto_mapping": null,
|
| 4 |
+
"base_model_name_or_path": "Jlonge4/phi4-mini-judge-merged",
|
| 5 |
+
"bias": "none",
|
| 6 |
+
"corda_config": null,
|
| 7 |
+
"eva_config": null,
|
| 8 |
+
"exclude_modules": null,
|
| 9 |
+
"fan_in_fan_out": false,
|
| 10 |
+
"inference_mode": true,
|
| 11 |
+
"init_lora_weights": true,
|
| 12 |
+
"layer_replication": null,
|
| 13 |
+
"layers_pattern": null,
|
| 14 |
+
"layers_to_transform": null,
|
| 15 |
+
"loftq_config": {},
|
| 16 |
+
"lora_alpha": 32,
|
| 17 |
+
"lora_bias": false,
|
| 18 |
+
"lora_dropout": 0.1,
|
| 19 |
+
"megatron_config": null,
|
| 20 |
+
"megatron_core": "megatron.core",
|
| 21 |
+
"modules_to_save": null,
|
| 22 |
+
"peft_type": "LORA",
|
| 23 |
+
"qalora_group_size": 16,
|
| 24 |
+
"r": 16,
|
| 25 |
+
"rank_pattern": {},
|
| 26 |
+
"revision": null,
|
| 27 |
+
"target_modules": [
|
| 28 |
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"k_proj",
|
| 29 |
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"v_proj",
|
| 30 |
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"o_proj",
|
| 31 |
+
"q_proj"
|
| 32 |
+
],
|
| 33 |
+
"target_parameters": null,
|
| 34 |
+
"task_type": "CAUSAL_LM",
|
| 35 |
+
"trainable_token_indices": null,
|
| 36 |
+
"use_dora": false,
|
| 37 |
+
"use_qalora": false,
|
| 38 |
+
"use_rslora": false
|
| 39 |
+
}
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adapter_model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:aac5d4c268fd60de4d378348cf3e9ca1c039ca84f40530812587b2043b40a1aa
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| 3 |
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size 12591456
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added_tokens.json
ADDED
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@@ -0,0 +1,13 @@
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{
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| 2 |
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"<|/tool_call|>": 200026,
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| 3 |
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"<|/tool|>": 200024,
|
| 4 |
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"<|assistant|>": 200019,
|
| 5 |
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"<|end|>": 200020,
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| 6 |
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"<|system|>": 200022,
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| 7 |
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"<|tag|>": 200028,
|
| 8 |
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"<|tool_call|>": 200025,
|
| 9 |
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"<|tool_response|>": 200027,
|
| 10 |
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"<|tool|>": 200023,
|
| 11 |
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"<|user|>": 200021,
|
| 12 |
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"<|PAD▁TOKEN|>": 200029
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| 13 |
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}
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chat_template.jinja
ADDED
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@@ -0,0 +1 @@
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{% for message in messages %}{% if message['role'] == 'system' and 'tools' in message and message['tools'] is not none %}{{ '<|' + message['role'] + '|>' + message['content'] + '<|tool|>' + message['tools'] + '<|/tool|>' + '<|end|>' }}{% else %}{{ '<|' + message['role'] + '|>' + message['content'] + '<|end|>' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>' }}{% endif %}
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merges.txt
ADDED
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The diff for this file is too large to render.
See raw diff
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special_tokens_map.json
ADDED
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@@ -0,0 +1,30 @@
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{
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| 2 |
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"bos_token": {
|
| 3 |
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"content": "<|endoftext|>",
|
| 4 |
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"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
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"content": "<|end|>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": true,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "<|PAD▁TOKEN|>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
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"single_word": false
|
| 22 |
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},
|
| 23 |
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"unk_token": {
|
| 24 |
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"content": "�",
|
| 25 |
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"lstrip": false,
|
| 26 |
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"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
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}
|
| 30 |
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}
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tokenizer.json
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d27bf952925b6e14ec92a0a31758494613e50dd289b4496b49db0c015a98dae7
|
| 3 |
+
size 15524645
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tokenizer_config.json
ADDED
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@@ -0,0 +1,128 @@
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| 1 |
+
{
|
| 2 |
+
"add_bos_token": false,
|
| 3 |
+
"add_eos_token": false,
|
| 4 |
+
"add_prefix_space": false,
|
| 5 |
+
"added_tokens_decoder": {
|
| 6 |
+
"3251": {
|
| 7 |
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"content": "�",
|
| 8 |
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"lstrip": false,
|
| 9 |
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"normalized": false,
|
| 10 |
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"rstrip": false,
|
| 11 |
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"single_word": false,
|
| 12 |
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"special": true
|
| 13 |
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},
|
| 14 |
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"199999": {
|
| 15 |
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"content": "<|endoftext|>",
|
| 16 |
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"lstrip": false,
|
| 17 |
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"normalized": false,
|
| 18 |
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"rstrip": false,
|
| 19 |
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"single_word": false,
|
| 20 |
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"special": true
|
| 21 |
+
},
|
| 22 |
+
"200018": {
|
| 23 |
+
"content": "<|endofprompt|>",
|
| 24 |
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"lstrip": false,
|
| 25 |
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"normalized": false,
|
| 26 |
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"rstrip": false,
|
| 27 |
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"single_word": false,
|
| 28 |
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"special": true
|
| 29 |
+
},
|
| 30 |
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"200019": {
|
| 31 |
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"content": "<|assistant|>",
|
| 32 |
+
"lstrip": false,
|
| 33 |
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"normalized": false,
|
| 34 |
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"rstrip": true,
|
| 35 |
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"single_word": false,
|
| 36 |
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"special": true
|
| 37 |
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},
|
| 38 |
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"200020": {
|
| 39 |
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"content": "<|end|>",
|
| 40 |
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"lstrip": false,
|
| 41 |
+
"normalized": false,
|
| 42 |
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"rstrip": true,
|
| 43 |
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"single_word": false,
|
| 44 |
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"special": true
|
| 45 |
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},
|
| 46 |
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"200021": {
|
| 47 |
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"content": "<|user|>",
|
| 48 |
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"lstrip": false,
|
| 49 |
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"normalized": false,
|
| 50 |
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"rstrip": true,
|
| 51 |
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"single_word": false,
|
| 52 |
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"special": true
|
| 53 |
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},
|
| 54 |
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"200022": {
|
| 55 |
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"content": "<|system|>",
|
| 56 |
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"lstrip": false,
|
| 57 |
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"normalized": false,
|
| 58 |
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"rstrip": true,
|
| 59 |
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"single_word": false,
|
| 60 |
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"special": true
|
| 61 |
+
},
|
| 62 |
+
"200023": {
|
| 63 |
+
"content": "<|tool|>",
|
| 64 |
+
"lstrip": false,
|
| 65 |
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"normalized": false,
|
| 66 |
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"rstrip": true,
|
| 67 |
+
"single_word": false,
|
| 68 |
+
"special": false
|
| 69 |
+
},
|
| 70 |
+
"200024": {
|
| 71 |
+
"content": "<|/tool|>",
|
| 72 |
+
"lstrip": false,
|
| 73 |
+
"normalized": false,
|
| 74 |
+
"rstrip": true,
|
| 75 |
+
"single_word": false,
|
| 76 |
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"special": false
|
| 77 |
+
},
|
| 78 |
+
"200025": {
|
| 79 |
+
"content": "<|tool_call|>",
|
| 80 |
+
"lstrip": false,
|
| 81 |
+
"normalized": false,
|
| 82 |
+
"rstrip": true,
|
| 83 |
+
"single_word": false,
|
| 84 |
+
"special": false
|
| 85 |
+
},
|
| 86 |
+
"200026": {
|
| 87 |
+
"content": "<|/tool_call|>",
|
| 88 |
+
"lstrip": false,
|
| 89 |
+
"normalized": false,
|
| 90 |
+
"rstrip": true,
|
| 91 |
+
"single_word": false,
|
| 92 |
+
"special": false
|
| 93 |
+
},
|
| 94 |
+
"200027": {
|
| 95 |
+
"content": "<|tool_response|>",
|
| 96 |
+
"lstrip": false,
|
| 97 |
+
"normalized": false,
|
| 98 |
+
"rstrip": true,
|
| 99 |
+
"single_word": false,
|
| 100 |
+
"special": false
|
| 101 |
+
},
|
| 102 |
+
"200028": {
|
| 103 |
+
"content": "<|tag|>",
|
| 104 |
+
"lstrip": false,
|
| 105 |
+
"normalized": false,
|
| 106 |
+
"rstrip": true,
|
| 107 |
+
"single_word": false,
|
| 108 |
+
"special": true
|
| 109 |
+
},
|
| 110 |
+
"200029": {
|
| 111 |
+
"content": "<|PAD▁TOKEN|>",
|
| 112 |
+
"lstrip": false,
|
| 113 |
+
"normalized": false,
|
| 114 |
+
"rstrip": false,
|
| 115 |
+
"single_word": false,
|
| 116 |
+
"special": true
|
| 117 |
+
}
|
| 118 |
+
},
|
| 119 |
+
"bos_token": "<|endoftext|>",
|
| 120 |
+
"clean_up_tokenization_spaces": false,
|
| 121 |
+
"eos_token": "<|end|>",
|
| 122 |
+
"extra_special_tokens": {},
|
| 123 |
+
"model_max_length": 131072,
|
| 124 |
+
"pad_token": "<|PAD▁TOKEN|>",
|
| 125 |
+
"padding_side": "left",
|
| 126 |
+
"tokenizer_class": "GPT2Tokenizer",
|
| 127 |
+
"unk_token": "�"
|
| 128 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:81e11fdc026269ad9e7c955bf1192f3856b85a20528efff7bbbf03f4fc71752b
|
| 3 |
+
size 7121
|
vocab.json
ADDED
|
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|
|
|